Hammad Raza
RVF
- Pakistan Navy Engineering College
- 48503223
Summary
Academic Background
PhD
(Computer Vision, Rfid, Sensor Fusion, Machine Learning) Michigan State University
January 04, 2008 - December 13, 2013
Honours and Awards
HEC Fellowship
HEC Fellowship for the International Research Support Initiative program, 2006 & Indigenous Fellowship for MS-PhD, 2004
September 25, 2006
CASE Talented Student
CASE Talented Student Award for outstanding academic performance throughout the year 2005.
September 24, 2005
US Fulbright
US Fulbright / HEC scholarship for PhD
January 07, 2008
CASE Talented Student
CASE Talented Student Award for outstanding academic performance throughout the year 2006.
September 24, 2006
Best Poster Award
Third place best poster award in IEEE Southeastern Michigan Nanotechnology Conference, USA 2009
November 18, 2009
GEF Award
Michigan State University Summer Graduate Excellence Fellowship (GEF) Award, 2013
April 10, 2013
Publications
Fire and smoke detection using two-stream spatiotemporal network
July 02, 2025
Neural Computing and Applications - Pages 1-25
SurveillanceNet: Spatio-temporal anomaly identification in surveillance videos using two-stream CNN and LSTM
June 16, 2025
Multimedia Tools and Applications - Pages 1-25
Beyond boundaries: Advancements in fire and smoke detection for indoor and outdoor surveillance feeds
February 15, 2025
Engineering Applications of Artificial Intelligence - Volume:142, Article Number 109855
Leveraging coverless image steganography to hide secret information by generating anime characters using GAN
August 15, 2024
Expert Systems with Applications - Volume 248, Article Number 123420
Degradation model and attention guided distillation approach for low resolution face recognition
June 01, 2024
Expert Systems with Applications - Volume 243, Article Number: 122882
Edge-Enhanced TempoFuseNet: A Two-Stream Framework for Intelligent Multiclass Video Anomaly Recognition in 5G and IoT Environments
February 29, 2024
Future Internet - Volume 16, Issue 3, Article Number 83
A robust deep networks based multi-object multi-camera tracking system for city scale traffic
July 21, 2023
Multimedia Tools and Applications - Pages 1-19
Multi-camera person re-identification using spatiotemporal context modeling
July 18, 2023
Neural Computing and Applications - Pages 1-26
Toward human activity recognition: a survey
October 20, 2022
Neural Computing and Applications - Pages 1-38
Efficient anomaly recognition using surveillance videos
October 14, 2022
PeerJ Computer Science - Volume 8, Article Number e1117
A Comprehensive Review of Vehicle Detection Techniques under Varying Moving Cast Shadow Conditions using Computer Vision and Deep Learning
October 07, 2022
IEEE Access - Volume 10, Pages 104863-104886
Novel DEMON Spectra Analysis Techniques and Empirical Knowledge Based Reference Criterion for Acoustic Signal Classification
August 01, 2022
Journal of Electrical Engineering & Technology - Pages 1-18
Printed Circuit Board identification using Deep Convolutional Neural Networks to facilitate recycling
February 01, 2022
Resources, Conservation and Recycling - Volume 177, Article Number 105963
Efficient Video-based Vehicle Queue Length Estimation using Computer Vision and Deep Learning for an Urban Traffic Scenario
October 08, 2021
Processes - Volume 9(10), Article Number 1786
Anomaly Recognition from Surveillance Videos using 3D Convolution Neural Network
May 01, 2021
Multimedia Tools and Applications - Volume 80, Pages 18693-18716
Adaptive stochastic segmentation via energy-convergence for brain tumor in MR images
July 01, 2017
Journal of Visual Communication and Image Representation - Volume: 46, Pages: 303-311
Using Relaxation to Fuse RFID and Vision for object tracking outdoors
June 01, 2014
International Journal of Computers and their Applications - International Journal of Computers and their Applications
Conferences
Improved Vehicle Logo Detection and Recognition for Complex Traffic Environments Using Deep Learning Based Unwarping of Extracted Logo Regions in Varying Angles
December 12, 2022 - December 15, 2022
Zamra Sultan, Muhammad Umar Farooq, Rana Hammad Raza,
Digital Interaction and Machine Intelligence
Performance Comparison of Deep Residual Networks-Based Super Resolution Algorithms Using Thermal Images: Case Study of Crowd Counting
December 09, 2021 - December 10, 2021
Syed Zeeshan Rizvi, Muhammad Umar Farooq, Rana Hammad,
9th Machine Intelligence and Digital Interaction Conference
Fine-Grained Vehicle Classification in Urban Traffic Scenes using Deep Learning
April 05, 2021 - April 06, 2021
Syeda Aneeba Najeeb, Rana Hammad Raza, Adeel Yusuf , Zamra Sultan,
11th International Conference on Robotics, Vision, Signal Processing, and Power Applications (RoViSP)
Effectiveness of State-of-the-Art Super Resolution Algorithms in Surveillance Environment
December 09, 2020 - December 10, 2020
Muhammad Ali Farooq, Ammar Ali Khan, Ansar Ahmad, Rana Hammad Raza,
8th Machine Intelligence and Digital Interaction Conference
Evaluating Effect of Block Size in Compressed Sensing for Grayscale Images
December 18, 2017 - December 20, 2017
Muhammad Abdur Rehman Hashmi, Rana Hammad Raza,
2017 International Conference on Frontiers of Information Technology
Landmark based Audio Fingerprinting for Naval Vessels
December 19, 2016 - December 21, 2016
Muhammad Abdur Rehman Hashmi, Rana Hammad Raza,
2016 International Conference on Frontiers of Information Technology
Comparative analysis of vehicle detection in urban traffic environment using Haar cascaded classifiers and blob statistics
December 06, 2016 - December 07, 2016
Yumnah Hasan, Muhammad Umair Arif, Amad Asif, Rana Hammad Raza,
Future Technologies Conference (FTC) 2016
Automatic Lesion Detection Systems (ALDS) for Skin Cancer Classification using SVM and Neural Classifers
October 31, 2016 - November 02, 2016
Muhammad Ali Farooq, Muhammad Ali Farooq, Muhammad Aatif Mobeen Azhar, Rana Hammad Raza,
2016 IEEE 16th International Conference on Bioinformatics and Bioengineering
Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers
October 31, 2016 - November 02, 2016
Muhammad Ali Farooq, Muhammad Aatif Mobeen Azhar, Rana Hammad Raza,
2016 IEEE 16th International Conference on Bioinformatics and Bioengineering, BIBE 2016
Detection and Classification of Vehicles in Varying Complexity of Urban Traffic Scenes
February 14, 2016 - February 18, 2016
Muhammad Umair Arif, Zain ul Aabidin Lodhi, Maheen Khan, Rana Hammad Raza,
Video Surveillance and Transportation Imaging Applications 2016
Detection & Classification of Vehicles in Varying Complexity of Urban Traffic Scenes
February 14, 2016 - February 18, 2016
Muhammad Umair Arif, Zain ul Aabidin Lodhi, Maheen Khan, Rana Hammad Raza,
International Symposium on Electronic Imaging Science and Technology 2016: Video Surveillance and Transportation Imaging Applications 2016
Target tracking and surveillance by fusing Stereo and RFID information
May 01, 2012 - May 01, 2012
Hammad Raza, George C. Stockman,
Proceedings of SPIE - The International Society for Optical Engineering 8392:46
Quantifying the causal interactions in the brain using a measure of directed transinformation
August 20, 2008 - August 21, 2008
Hammad Raza, Selin Aviyente,
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"
Graduate Co-op
IBM Thomas J. Watson Research Center
May 01, 2013 -